TY - GEN
T1 - A hybrid algorithm for task assignment problem in holonic manufacturing system
AU - Fuqing, Zhao
AU - Jianhua, Zou
AU - Shangxiong, Sheng
PY - 2010
Y1 - 2010
N2 - Manufacturing system is a typical complex system, while task assignment problem is an important topic in manufacturing system. It is one of the most difficult problems in the theory research for manufacturing system. In this paper, task assignment model in manufacturing system was modeled with the concept of Holonic Manufacturing System including basic system model, communication model, represent model and optimization model. Task assignment model based on operation cost and lead time is applied to cooperative activity among orders in a Holonic community. A hybrid PSO algorithm was utilized to the combination of the task assignment problem. Simulation result shows that the model and the algorithm are effective to the problem.
AB - Manufacturing system is a typical complex system, while task assignment problem is an important topic in manufacturing system. It is one of the most difficult problems in the theory research for manufacturing system. In this paper, task assignment model in manufacturing system was modeled with the concept of Holonic Manufacturing System including basic system model, communication model, represent model and optimization model. Task assignment model based on operation cost and lead time is applied to cooperative activity among orders in a Holonic community. A hybrid PSO algorithm was utilized to the combination of the task assignment problem. Simulation result shows that the model and the algorithm are effective to the problem.
KW - Holonic manufacturing system (HMS)
KW - Lead time
KW - Operation cost
KW - Particle swarm optimization (PSO)
KW - Task assignment problem
UR - https://www.scopus.com/pages/publications/76449106622
U2 - 10.4028/www.scientific.net/amm.20-23.1060
DO - 10.4028/www.scientific.net/amm.20-23.1060
M3 - 会议稿件
AN - SCOPUS:76449106622
SN - 0878492879
SN - 9780878492879
T3 - Applied Mechanics and Materials
SP - 1060
EP - 1065
BT - Information Technology for Manufacturing Systems
PB - Trans Tech Publications Ltd
T2 - 2010 International Conference on Information Technology for Manufacturing Systems, ITMS 2010
Y2 - 30 January 2010 through 31 January 2010
ER -